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author | Gian Marco Iodice <gianmarco.iodice@arm.com> | 2017-07-05 20:05:23 +0100 |
---|---|---|
committer | Anthony Barbier <anthony.barbier@arm.com> | 2018-09-17 14:15:39 +0100 |
commit | 7d323a6adca97c130a0fc7c6299c75d581906edd (patch) | |
tree | 666be55f734cf5493641f3d99ba0afd12cf362f7 /src/core | |
parent | ab0a77edcb9f48de2aad216323b791d0dd95a3cd (diff) | |
download | ComputeLibrary-7d323a6adca97c130a0fc7c6299c75d581906edd.tar.gz |
COMPMID-440, COMPMID-441 - Port CLConvolutionLayer and CLFullyConnectedLayer to support 16 bit fixed point
Change-Id: I8d8ef2cb5ec453eb83fba8d8077550b96ed4bceb
Reviewed-on: http://mpd-gerrit.cambridge.arm.com/79837
Reviewed-by: Moritz Pflanzer <moritz.pflanzer@arm.com>
Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
Tested-by: Kaizen <jeremy.johnson+kaizengerrit@arm.com>
Diffstat (limited to 'src/core')
-rw-r--r-- | src/core/CL/cl_kernels/fixed_point.h | 5 | ||||
-rw-r--r-- | src/core/CL/kernels/CLCol2ImKernel.cpp | 2 | ||||
-rw-r--r-- | src/core/CL/kernels/CLGEMMMatrixAccumulateBiasesKernel.cpp | 4 | ||||
-rw-r--r-- | src/core/CL/kernels/CLIm2ColKernel.cpp | 4 | ||||
-rw-r--r-- | src/core/CL/kernels/CLTransposeKernel.cpp | 3 | ||||
-rw-r--r-- | src/core/CL/kernels/CLWeightsReshapeKernel.cpp | 2 |
6 files changed, 13 insertions, 7 deletions
diff --git a/src/core/CL/cl_kernels/fixed_point.h b/src/core/CL/cl_kernels/fixed_point.h index b0dab0affc..bf126a2fdf 100644 --- a/src/core/CL/cl_kernels/fixed_point.h +++ b/src/core/CL/cl_kernels/fixed_point.h @@ -137,6 +137,11 @@ ADDQ_SAT_IMPL(qs8x2) ADDQ_SAT_IMPL(qs8x4) ADDQ_SAT_IMPL(qs8x8) ADDQ_SAT_IMPL(qs8x16) +ADDQ_SAT_IMPL(qs16x1) +ADDQ_SAT_IMPL(qs16x2) +ADDQ_SAT_IMPL(qs16x4) +ADDQ_SAT_IMPL(qs16x8) +ADDQ_SAT_IMPL(qs16x16) #define ADD_SAT_OP_EXPAND_STR(a, b, type, size) add_sat_##type##x##size((a), (b)) #define ADD_SAT_OP_EXPAND(a, b, type, size) ADD_SAT_OP_EXPAND_STR(a, b, type, size) diff --git a/src/core/CL/kernels/CLCol2ImKernel.cpp b/src/core/CL/kernels/CLCol2ImKernel.cpp index 6b2a18b261..cfbe7408e2 100644 --- a/src/core/CL/kernels/CLCol2ImKernel.cpp +++ b/src/core/CL/kernels/CLCol2ImKernel.cpp @@ -43,7 +43,7 @@ CLCol2ImKernel::CLCol2ImKernel() void CLCol2ImKernel::configure(const ICLTensor *input, ICLTensor *output, std::pair<unsigned int, unsigned int> convolved_dims) { - ARM_COMPUTE_ERROR_ON_DATA_TYPE_CHANNEL_NOT_IN(input, 1, DataType::QS8, DataType::F16, DataType::F32); + ARM_COMPUTE_ERROR_ON_DATA_TYPE_CHANNEL_NOT_IN(input, 1, DataType::QS8, DataType::QS16, DataType::F16, DataType::F32); ARM_COMPUTE_ERROR_ON_MISMATCHING_DATA_TYPES(input, output); ARM_COMPUTE_ERROR_ON_MISMATCHING_FIXED_POINT(input, output); diff --git a/src/core/CL/kernels/CLGEMMMatrixAccumulateBiasesKernel.cpp b/src/core/CL/kernels/CLGEMMMatrixAccumulateBiasesKernel.cpp index a7ca6f2f01..b8fb488fed 100644 --- a/src/core/CL/kernels/CLGEMMMatrixAccumulateBiasesKernel.cpp +++ b/src/core/CL/kernels/CLGEMMMatrixAccumulateBiasesKernel.cpp @@ -43,7 +43,7 @@ CLGEMMMatrixAccumulateBiasesKernel::CLGEMMMatrixAccumulateBiasesKernel() void CLGEMMMatrixAccumulateBiasesKernel::configure(ICLTensor *accum, const ICLTensor *biases) { - ARM_COMPUTE_ERROR_ON_DATA_TYPE_CHANNEL_NOT_IN(accum, 1, DataType::QS8, DataType::F16, DataType::F32); + ARM_COMPUTE_ERROR_ON_DATA_TYPE_CHANNEL_NOT_IN(accum, 1, DataType::QS8, DataType::QS16, DataType::F16, DataType::F32); ARM_COMPUTE_ERROR_ON_MISMATCHING_DATA_TYPES(biases, accum); ARM_COMPUTE_ERROR_ON_MISMATCHING_FIXED_POINT(biases, accum); ARM_COMPUTE_ERROR_ON(biases->info()->num_dimensions() != 1); @@ -53,7 +53,7 @@ void CLGEMMMatrixAccumulateBiasesKernel::configure(ICLTensor *accum, const ICLTe std::set<std::string> build_opts; build_opts.insert(("-DDATA_TYPE=" + get_cl_type_from_data_type(accum->info()->data_type()))); - if(accum->info()->data_type() == DataType::QS8) + if(is_data_type_fixed_point(accum->info()->data_type())) { build_opts.emplace("-DFIXED_POINT_POSITION=" + support::cpp11::to_string(accum->info()->fixed_point_position())); } diff --git a/src/core/CL/kernels/CLIm2ColKernel.cpp b/src/core/CL/kernels/CLIm2ColKernel.cpp index 51922e0925..7d7732d5da 100644 --- a/src/core/CL/kernels/CLIm2ColKernel.cpp +++ b/src/core/CL/kernels/CLIm2ColKernel.cpp @@ -46,7 +46,7 @@ CLIm2ColKernel::CLIm2ColKernel() void CLIm2ColKernel::configure(const ICLTensor *input, ICLTensor *output, const Size2D &kernel_dims, const PadStrideInfo &conv_info, bool has_bias) { - ARM_COMPUTE_ERROR_ON_DATA_TYPE_CHANNEL_NOT_IN(input, 1, DataType::QS8, DataType::F16, DataType::F32); + ARM_COMPUTE_ERROR_ON_DATA_TYPE_CHANNEL_NOT_IN(input, 1, DataType::QS8, DataType::QS16, DataType::F16, DataType::F32); ARM_COMPUTE_ERROR_ON_MISMATCHING_DATA_TYPES(input, output); ARM_COMPUTE_ERROR_ON_MISMATCHING_FIXED_POINT(input, output); @@ -58,7 +58,7 @@ void CLIm2ColKernel::configure(const ICLTensor *input, ICLTensor *output, const build_opts.emplace(("-DDATA_TYPE=" + get_cl_type_from_data_type(input->info()->data_type()))); build_opts.emplace((has_bias ? "-DHAS_BIAS" : "")); - if(input->info()->data_type() == DataType::QS8) + if(is_data_type_fixed_point(input->info()->data_type())) { build_opts.emplace("-DFIXED_POINT_POSITION=" + support::cpp11::to_string(input->info()->fixed_point_position())); } diff --git a/src/core/CL/kernels/CLTransposeKernel.cpp b/src/core/CL/kernels/CLTransposeKernel.cpp index c1a75f7dff..75d31d5f16 100644 --- a/src/core/CL/kernels/CLTransposeKernel.cpp +++ b/src/core/CL/kernels/CLTransposeKernel.cpp @@ -40,7 +40,8 @@ using namespace arm_compute; void CLTransposeKernel::configure(const ICLTensor *input, ICLTensor *output) { - ARM_COMPUTE_ERROR_ON_DATA_TYPE_CHANNEL_NOT_IN(input, 1, DataType::U8, DataType::S8, DataType::QS8, DataType::U16, DataType::S16, DataType::U32, DataType::S32, DataType::F16, DataType::F32); + ARM_COMPUTE_ERROR_ON_DATA_TYPE_CHANNEL_NOT_IN(input, 1, DataType::U8, DataType::S8, DataType::QS8, DataType::U16, DataType::S16, DataType::QS16, DataType::U32, DataType::S32, DataType::F16, + DataType::F32); ARM_COMPUTE_ERROR_ON_NULLPTR(output); TensorShape output_shape{ input->info()->tensor_shape() }; diff --git a/src/core/CL/kernels/CLWeightsReshapeKernel.cpp b/src/core/CL/kernels/CLWeightsReshapeKernel.cpp index 82634164de..b802c862fc 100644 --- a/src/core/CL/kernels/CLWeightsReshapeKernel.cpp +++ b/src/core/CL/kernels/CLWeightsReshapeKernel.cpp @@ -41,7 +41,7 @@ CLWeightsReshapeKernel::CLWeightsReshapeKernel() void CLWeightsReshapeKernel::configure(const ICLTensor *input, const ICLTensor *biases, ICLTensor *output) { - ARM_COMPUTE_ERROR_ON_DATA_TYPE_CHANNEL_NOT_IN(input, 1, DataType::QS8, DataType::F16, DataType::F32); + ARM_COMPUTE_ERROR_ON_DATA_TYPE_CHANNEL_NOT_IN(input, 1, DataType::QS8, DataType::QS16, DataType::F16, DataType::F32); ARM_COMPUTE_ERROR_ON_NULLPTR(output); const DataType dt = input->info()->data_type(); |